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Original file line number Diff line number Diff line change
Expand Up @@ -231,7 +231,7 @@ Refer
to [this tutorial](docs-content://solutions/search/semantic-search/semantic-search-semantic-text.md)
to learn more about semantic search using `semantic_text`.

## Extracting Relevant Fragments from Semantic Text [semantic-text-highlighting]
## Extracting relevant fragments from semantic text [semantic-text-highlighting]

You can extract the most relevant fragments from a semantic text field by using
the [highlight parameter](/reference/elasticsearch/rest-apis/highlighting.md) in
Expand Down Expand Up @@ -295,8 +295,7 @@ automatic {{infer}} and a dedicated query so you don’t need to provide further
details.

If you want to override those defaults and customize the embeddings that
`semantic_text` indexes, you can do so by modifying <<semantic-text-params,
parameters>>:
`semantic_text` indexes, you can do so by modifying [parameters](#semantic-text-params):

- Use `index_options` to specify alternate index options such as specific
`dense_vector` quantization methods
Expand Down Expand Up @@ -398,6 +397,6 @@ PUT test-index
* `semantic_text` fields are not currently supported as elements
of [nested fields](/reference/elasticsearch/mapping-reference/nested.md).
* `semantic_text` fields can’t currently be set as part
of [Dynamic templates](docs-content://manage-data/data-store/mapping/dynamic-templates.md).
of [dynamic templates](docs-content://manage-data/data-store/mapping/dynamic-templates.md).
* `semantic_text` fields are not supported with Cross-Cluster Search (CCS) or
Cross-Cluster Replication (CCR).
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